Datasets › X3D
X3D
X3D is a dataset containing 15 scenes and covering 4 applications for X-ray 3D reconstruction. More specifically, the X3D dataset includes the scenes of (1) medicine: jaw, leg, chest, foot, abdomen, aneurism, pelvis, pancreas, head (2) biology: carp, bonsai (3) security: box, backpack (4) industry: engine, teapot
Two main tasks can be evaluated, i.e., (1) Novel View Synthesis (2) CT Reconstruction
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Low-Dose X-Ray Ct Reconstruction | X3D | SAX-NeRF PSNR 37.25 | Structure-Aware Sparse-View X-ray 3D Reconstruction | cmhungsteve/Awesome-Transformer-Attention +1 | 9 | Compare |
| Novel View Synthesis | X3D | SAX-NeRF PSNR 51.37 | Structure-Aware Sparse-View X-ray 3D Reconstruction | cmhungsteve/Awesome-Transformer-Attention +1 | 6 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Structure-Aware Sparse-View X-ray 3D Reconstruction | 2 | 5 | 18 Nov 2023 | ran 3 of 3 samples (0 unverified; 1 pointer-only for licence) |
| NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction | 1 | 2 | 29 Sep 2022 | ran 0 of 11 samples (11 unverified) |
| TensoRF: Tensorial Radiance Fields | 2 | 2 | 17 Mar 2022 | ran 0 of 1 samples (1 unverified) |
| NeAT: Neural Adaptive Tomography | 1 | 1 | 4 Feb 2022 | not harvested |
| NEAT: Neural Attention Fields for End-to-End Autonomous Driving | 1 | 1 | 9 Sep 2021 | ran 0 of 2 samples (2 unverified) |
| IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction | 1 | 2 | 1 Jan 2021 | not harvested |
| NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | 37 | 2 | 19 Mar 2020 | ran 22 of 56 samples (34 unverified; 4 pointer-only for licence) |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- X3D
1 variant name, as the archive lists them.
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